Run
511377

Run 511377

Task 3574 (Supervised Classification) rmftsa_sleepdata Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xyf(2)Learner classif.xyf from package(s) kohonen.
classif.xyf(2)_seed1
classif.xyf(2)_kindMersenne-Twister
classif.xyf(2)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3414
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
139.931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3375
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.3477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.353
UserCPU time millis testing
0.046
UserCPU time millis training
1.307